Restructuring Content for AI
How to restructure existing content for generative retrieval and citation.
Read guide →Procedural Guides
These guides are procedural. People will follow them line-by-line.
Each guide includes:
- Step-by-step instructions
- Verification checkpoints
- Common pitfalls
- Success criteria
Related Systems
- Generative Engine Optimization — Foundational mechanics
- Content Chunking — Presentation structure
- Prechunking — Extraction structure
- AI Search Operations — What to stop doing
Migrations of this type affect content, structure, and inference behavior simultaneously. On large properties, this work often spans multiple teams and deployment cycles.
We assist organizations when internal capacity or risk tolerance makes this difficult to execute alone.